{"id":"W4310704341","doi":"10.2196/35712","title":"Software-Based Simulation on a 3D Environment for Vaccination Teaching and Learning: Design Science Research","year":2022,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Health Education and Validation","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Artifact (error); Computer science; Delphi method; Technology acceptance model; Software; Instructional simulation; Engineering management; Human–computer interaction; Knowledge management; Engineering; Virtual reality; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00552489,0.0005808838,0.0005122471,0.001392121,0.0005124606,0.00220518,0.001220133,0.0009916594,0.003861567],"category_scores_gemma":[0.008893103,0.000367127,0.001023377,0.0008097489,0.001056864,0.001043978,0.001136699,0.000543464,0.0004922309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079108,"about_ca_system_score_gemma":0.001722785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001356234,"about_ca_topic_score_gemma":0.001145484,"domain_scores_codex":[0.9947529,0.004107188,0.0001938346,0.0001614571,0.0006488074,0.000135796],"domain_scores_gemma":[0.9904267,0.007765189,0.0003336561,0.0004958938,0.0007587153,0.0002198223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006113939,0.002476944,0.02107824,0.005836914,0.0003771912,0.0008202487,0.0136051,0.3415723,0.03456177,0.09841437,0.005718834,0.4749267],"study_design_scores_gemma":[0.0005550616,0.005860323,0.01836832,0.004196633,0.0005856544,0.001247408,0.005891896,0.6817098,0.03633436,0.03845518,0.2064521,0.0003431923],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3312216,0.003975911,0.6214145,0.001328445,0.0002841183,0.002870355,0.000237896,0.000731323,0.03793604],"genre_scores_gemma":[0.6269722,0.003468859,0.363768,0.0001927638,0.00004906343,0.002109619,0.0002505029,0.0001049144,0.003084073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00552489,"threshold_uncertainty_score":0.02921873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1710855279067568,"score_gpt":0.5403438775679291,"score_spread":0.3692583496611723,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}